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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Digital Economy and Work Transformation
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
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venuejournal
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,149 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,149 works in the cohort · of 4,299,418page 18 of 23

Labels cover 1 of 1,149 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 1,149 of 1,149 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
From Faceless to In-Your-Face Bosses: Work in Neo-Feudal America. Coerced: Work under Threat of Punishment. By Erin Hatton (2020) Oakland: University of California Press, 281 pages. ISBN: 978-0-520-30539-7. Bite Back: People Taking on Corporate Food and Winning. Edited by Saru Jayaraman and Kathryn De Master (2020) Oakland: University of California Press, 312 pages. ISBN: 978-0-520-28936-9. Hustle and Gig: Struggling and Surviving in the Sharing Economy. By Alexandra J. Ravenelle (2019) Oakland: University of California Press, 273 pages. ISBN: 978-0-520-30056-9. Uberland: How Algorithms Are Rewriting the Rules of Work. By Alex Rosenblat (2018) Oakland: University of California Press, 271 pages. ISBN: 978-0-520-29857-6. Bandage, Sort and Hustle: Ambulance Crews on the Front Line of Human Suffering. By Josh Seim (2020) Oakland: University of California Press, 249 pages. ISBN: 978-0-520-30023-1.
Braham Dabscheck
2020· article· en· Relations industrielles· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
ERM Quarterly, Quarter 4, January 2015
Eurofound
2015· article· en· eCommons (Cornell University)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Digitalization: Labour Markets
2023· article· en· Econstor (Econstor)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
abs.tab
Xiaojun Li, WEIYI SHI, Boliang Zhu
2019· dataset· en· Harvard Dataverse· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueunlabeled
Les enjeux du contrat de consommation en ligne
Charlaine Bouchard, Marc Lacoursière
2014· article· fr· Revue générale de droit· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Hope for Climate Justice in Labour Law in Quebec
Sébastien Parent
2023· article· en· Revue de droit comparé du travail et de la sécurité sociale· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
PROSPERED Dataset: Sick Leave
Arijit Nandi, Efe Atabay, Ilona Vincent
2019· dataset· en· Harvard Dataverse· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Making Remote Workers Effective
D. Sandy Staples
2011· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Skills for Work Online Program
Ottolene Ricord, Ralph Levinson
2012· article· en· Global Learn· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
From Ringing to Impinging
Katie Dakus
2020· article· en· Appeal: Review of Current Law and Law Reform· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Technology and Work: New Sociological Approaches?
António Moniz
2018· article· en· Social Science Open Access Repository (GESIS – Leibniz Institute for the Social Sciences)· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+open_scienceconsensus · sts
0
citations
aboutno affunlabeled
The Recent Decline of Single Quarter Jobs
Henry R. Hyatt, James R. Spletzer
2015· preprint· en· RePEc: Research Papers in Economics· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
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